Statistical Foundations of Generative AI for Optimal Control Problems in Power Systems: Comprehensive Review and Future Directions

Statistical Foundations of Generative AI for Optimal Control Problems in Power Systems: Comprehensive Review and Future Directions

With the rapid advancement of deep learning, generative artificial intelligence (Gen-AI) has emerged as a powerful tool, unlocking new prospects in the power systems sector. Despite the evident success of these methods and the rapid growth of this field in the power systems community, there is still...

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Bibliographic Details
Main Authors: Elinor Ginzburg-Ganz, Eden Dina Horodi, Omar Shadafny, Uri Savir, Ram Machlev, Yoash Levron
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Energies
Subjects:
generative models
power systems
optimal control
uncertainty quantification
evaluation metrics
smart grids
Online Access:https://www.mdpi.com/1996-1073/18/10/2461
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